Merge branch 'xuhd' into 'master'

feat: 记忆配置改为数据库存储,用户只可配置召回模式

See merge request knowledge-base-bj/deerflow-server!35
This commit is contained in:
xu hd committed 2026-05-21 09:34:48 +00:00
commit a514b2fe79
11 files changed
+329 -106

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@@ -442,6 +442,18 @@ async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]:
# Run Alembic migrations before anything else touches the schema. # Run Alembic migrations before anything else touches the schema.
await _run_db_migrations() await _run_db_migrations()
# 预热 recall_budget cache(从 DB 批量加载,使 get_effective_memory_config 同步可读)
try:
from deerflow.config.memory_config import load_recall_budget_cache
_mc_store = getattr(app.state, "memory_config_store", None)
if _mc_store is not None:
_recall_budgets = await _mc_store.load_all()
load_recall_budget_cache(_recall_budgets)
logger.info("Memory config cache warmed: %d user override(s)", len(_recall_budgets))
except Exception:
logger.exception("Memory config cache warm-up failed (non-fatal)")
# Ensure admin user exists (auto-create on first boot) # Ensure admin user exists (auto-create on first boot)
# Must run AFTER langgraph_runtime so app.state.store is available for thread migration # Must run AFTER langgraph_runtime so app.state.store is available for thread migration
await _ensure_admin_user(app) await _ensure_admin_user(app)
@@ -144,6 +144,10 @@ async def langgraph_runtime(app: FastAPI) -> AsyncGenerator[None, None]:
app.state.article_type_store = make_article_type_store(sf) app.state.article_type_store = make_article_type_store(sf)
from deerflow.persistence.memory_config import make_user_memory_config_store
app.state.memory_config_store = make_user_memory_config_store(sf)
# Run event store (has its own factory with config-driven backend selection) # Run event store (has its own factory with config-driven backend selection)
run_events_config = getattr(config, "run_events", None) run_events_config = getattr(config, "run_events", None)
app.state.run_event_store = make_run_event_store(run_events_config) app.state.run_event_store = make_run_event_store(run_events_config)
@@ -267,6 +271,14 @@ def get_article_type_store(request: Request):
return getattr(request.app.state, "article_type_store", None) return getattr(request.app.state, "article_type_store", None)
def get_memory_config_store(request: Request):
"""Return the per-user memory config store."""
val = getattr(request.app.state, "memory_config_store", None)
if val is None:
raise HTTPException(status_code=503, detail="Memory config store not available")
return val
def get_run_context(request: Request) -> RunContext: def get_run_context(request: Request) -> RunContext:
"""Build a :class:`RunContext` from ``app.state`` singletons. """Build a :class:`RunContext` from ``app.state`` singletons.
@@ -21,15 +21,16 @@ from __future__ import annotations
from typing import Any from typing import Any
from fastapi import APIRouter, HTTPException, Query from fastapi import APIRouter, HTTPException, Query, Request
from pydantic import BaseModel, Field from pydantic import BaseModel, Field
from app.gateway.deps import get_memory_config_store
from deerflow.config.agents_config import AGENT_NAME_PATTERN from deerflow.config.agents_config import AGENT_NAME_PATTERN
from deerflow.config.memory_config import ( from deerflow.config.memory_config import (
USER_WRITABLE_FIELDS, USER_WRITABLE_FIELDS,
delete_user_memory_override, delete_user_memory_override_db,
get_effective_memory_config, get_effective_memory_config,
save_user_memory_override, save_user_memory_override_db,
) )
from deerflow.config.paths import get_paths from deerflow.config.paths import get_paths
from deerflow.runtime.user_context import get_effective_user_id from deerflow.runtime.user_context import get_effective_user_id
@@ -295,14 +296,17 @@ async def get_memory_v2_config() -> MemoryV2ConfigResponse:
"/memory/v2/config", "/memory/v2/config",
response_model=MemoryV2ConfigResponse, response_model=MemoryV2ConfigResponse,
summary="Patch Memory V2 Config", summary="Patch Memory V2 Config",
description="把白名单字段写入当前用户的 per-user 配置覆盖。非白名单字段被忽略。", description="把 hindsight.recall_budget 写入当前用户的 per-user 配置覆盖 (DB 存储)。",
) )
async def patch_memory_v2_config(request: MemoryConfigPatchRequest) -> MemoryV2ConfigResponse: async def patch_memory_v2_config(request: MemoryConfigPatchRequest, req: Request) -> MemoryV2ConfigResponse:
"""更新当前用户的 per-user 记忆配置覆盖。""" """更新当前用户的 per-user 记忆配置覆盖 (仅 hindsight.recall_budget)。"""
user_id = get_effective_user_id() user_id = get_effective_user_id()
store = get_memory_config_store(req)
try: try:
save_user_memory_override(user_id, request.overrides) await save_user_memory_override_db(user_id, request.overrides, store)
except OSError as exc: except ValueError as exc:
raise HTTPException(status_code=400, detail=str(exc)) from exc
except Exception as exc: # noqa: BLE001
raise HTTPException(status_code=500, detail="Failed to save memory config override.") from exc raise HTTPException(status_code=500, detail="Failed to save memory config override.") from exc
config = get_effective_memory_config(user_id) config = get_effective_memory_config(user_id)
@@ -317,18 +321,20 @@ async def patch_memory_v2_config(request: MemoryConfigPatchRequest) -> MemoryV2C
response_model=MemoryV2ConfigResponse, response_model=MemoryV2ConfigResponse,
summary="Delete Memory V2 Config Override", summary="Delete Memory V2 Config Override",
description=( description=(
"撤销当前用户的 per-user 配置覆盖。传 ?field=injection.enabled 只撤销该字段;" "撤销当前用户的 per-user 配置覆盖。传 ?field=hindsight.recall_budget 只撤销该字段;"
"不传 field 则清空整个 per-user 覆盖。" "不传 field 则清空全部覆盖。"
), ),
) )
async def delete_memory_v2_config( async def delete_memory_v2_config(
req: Request,
field: str | None = Query(None, description="要撤销的点号路径字段;省略则清空全部覆盖"), field: str | None = Query(None, description="要撤销的点号路径字段;省略则清空全部覆盖"),
) -> MemoryV2ConfigResponse: ) -> MemoryV2ConfigResponse:
"""撤销当前用户的 per-user 记忆配置覆盖。""" """撤销当前用户的 per-user 记忆配置覆盖。"""
user_id = get_effective_user_id() user_id = get_effective_user_id()
store = get_memory_config_store(req)
try: try:
delete_user_memory_override(user_id, field) await delete_user_memory_override_db(user_id, field, store)
except OSError as exc: except Exception as exc: # noqa: BLE001
raise HTTPException(status_code=500, detail="Failed to delete memory config override.") from exc raise HTTPException(status_code=500, detail="Failed to delete memory config override.") from exc
config = get_effective_memory_config(user_id) config = get_effective_memory_config(user_id)
@@ -12,21 +12,21 @@
injection: {...} # 系统提示词注入 injection: {...} # 系统提示词注入
security: {...} # 内容安全扫描 security: {...} # 内容安全扫描
三层配置覆盖 两层配置覆盖
============ ============
``get_effective_memory_config(user_id)`` 按优先级合并 (高 -> 低): ``get_effective_memory_config(user_id)`` 按优先级合并 (高 -> 低):
1. per-user 覆盖 ``{base_dir}/users/{user_id}/memory_config.json`` 1. per-user 覆盖 数据库 ``user_memory_configs`` 表 (经进程内 cache 读取)
2. 全局覆盖 ``{base_dir}/memory_user_overrides.json`` (有 per-user 记录时自动强制 enabled=True)
3. config.yaml ``memory:`` 段 (即 ``get_memory_config()``) 2. config.yaml ``memory:`` 段 (即 ``get_memory_config()``)
4. Pydantic 默认值 3. Pydantic 默认值
第 1、2 层只允许覆盖 :data:`USER_WRITABLE_FIELDS` 白名单内的字段。 第 1 层只允许覆盖 :data:`USER_WRITABLE_FIELDS` 白名单内的字段。
cache 由 Gateway lifespan 启动时预热,写入时同步更新,保持同步读取路径。
""" """
from __future__ import annotations from __future__ import annotations
import copy import copy
import json
import logging import logging
from typing import Any from typing import Any
@@ -129,31 +129,26 @@ class MemoryConfig(BaseModel):
# =========================================================================== # ===========================================================================
# per-user 运行时覆盖 # per-user 运行时覆盖 — 白名单
# =========================================================================== # ===========================================================================
# 用户可在运行时覆盖的字段白名单 (点号路径)。 # 用户唯一可覆盖的字段:召回深度。
# 不在此表中的字段必须改 config.yaml 并重启 (例如 provider / api_key / 字符配额)。 # injection.* / builtin.* / enabled 始终由 config.yaml 控制,用户不可关闭。
USER_WRITABLE_FIELDS: frozenset[str] = frozenset( USER_WRITABLE_FIELDS: frozenset[str] = frozenset(
{ {
# injection.enabled and injection.include_builtin are always ON;
# removing them from the whitelist makes _filter_to_whitelist drop
# any per-user override for these fields, so stored "false" values
# in existing memory_config.json files are silently ignored.
"injection.max_tokens",
"injection.include_hindsight",
# hindsight.memory_mode is fixed to "hybrid"; not user-writable.
# hindsight.bank_mission is fixed; not user-writable.
"hindsight.recall_budget", "hindsight.recall_budget",
} }
) )
_VALID_RECALL_BUDGETS: frozenset[str] = frozenset({"low", "mid", "high"})
def _filter_to_whitelist(overrides: dict[str, Any]) -> dict[str, Any]: def _filter_to_whitelist(overrides: dict[str, Any]) -> dict[str, Any]:
"""把覆盖 dict 过滤为只含白名单字段的嵌套 dict。 """把覆盖 dict 过滤为只含白名单字段的嵌套 dict。
输入既支持嵌套形式 ``{"injection": {"enabled": false}}``,也支持 输入支持嵌套形式 ``{"hindsight": {"recall_budget": "high"}}`` 或
点号扁平形式 ``{"injection.enabled": false}``。非白名单字段被丢弃并 log。 点号扁平形式 ``{"hindsight.recall_budget": "high"}``。
非白名单字段被丢弃并 log。
""" """
result: dict[str, Any] = {} result: dict[str, Any] = {}
@@ -184,21 +179,6 @@ def _deep_merge(base: dict[str, Any], override: dict[str, Any]) -> dict[str, Any
return merged return merged
def _load_json_file(path: Any) -> dict[str, Any]:
"""读取一个 JSON 覆盖文件;不存在或解析失败时返回空 dict。"""
try:
from pathlib import Path
p = Path(path)
if not p.exists():
return {}
data = json.loads(p.read_text(encoding="utf-8"))
return data if isinstance(data, dict) else {}
except (OSError, json.JSONDecodeError) as exc:
logger.warning("读取记忆配置覆盖文件失败 %s: %s", path, exc)
return {}
# =========================================================================== # ===========================================================================
# 全局单例 + 加载入口 # 全局单例 + 加载入口
# =========================================================================== # ===========================================================================
@@ -223,82 +203,88 @@ def load_memory_config_from_dict(config_dict: dict) -> None:
_memory_config = MemoryConfig(**config_dict) _memory_config = MemoryConfig(**config_dict)
# ===========================================================================
# per-user recall_budget 进程内 cache
#
# Gateway lifespan 启动时调用 load_recall_budget_cache() 从 DB 批量加载。
# API 写入时同步更新 cache,使 get_effective_memory_config() 保持同步读取。
# ===========================================================================
_recall_budget_cache: dict[str, str] = {}
def load_recall_budget_cache(data: dict[str, str]) -> None:
"""用 DB 批量加载结果替换整个 cache (启动时调用一次)。"""
global _recall_budget_cache
_recall_budget_cache = dict(data)
logger.info("recall_budget cache loaded: %d user(s)", len(_recall_budget_cache))
def set_recall_budget_cache(user_id: str, value: str) -> None:
"""写入单个用户的 recall_budget cache。"""
_recall_budget_cache[user_id] = value
def delete_recall_budget_cache(user_id: str) -> None:
"""从 cache 中移除某用户的 recall_budget。"""
_recall_budget_cache.pop(user_id, None)
def get_recall_budget_from_cache(user_id: str) -> str | None:
"""返回 cache 中某用户的 recall_budget,未设置时返回 None。"""
return _recall_budget_cache.get(user_id)
def get_effective_memory_config(user_id: str) -> MemoryConfig: def get_effective_memory_config(user_id: str) -> MemoryConfig:
"""按三层覆盖优先级,返回某用户的生效记忆配置。 """返回某用户的生效记忆配置 (同步,从进程内 cache 读取 per-user 覆盖)。
优先级 (高 -> 低):per-user 覆盖 > 全局覆盖 > config.yaml > 默认值。 优先级 (高 -> 低):per-user DB 覆盖 (经 cache) > config.yaml > 默认值。
第 1、2 层只应用 :data:`USER_WRITABLE_FIELDS` 白名单内的字段。 有 per-user 记录时自动强制 enabled=True。
覆盖文件读取失败不会抛异常 —— 退化为只用 config.yaml 级别配置。
""" """
base = _memory_config.model_dump() base = _memory_config.model_dump()
recall_budget = _recall_budget_cache.get(user_id)
if recall_budget is not None:
base.setdefault("hindsight", {})["recall_budget"] = recall_budget
base["enabled"] = True
try: try:
from deerflow.config.paths import get_paths return MemoryConfig(**base)
paths = get_paths()
global_overrides = _filter_to_whitelist(
_load_json_file(paths.memory_global_overrides_file)
)
user_overrides = _filter_to_whitelist(
_load_json_file(paths.user_memory_config_file(user_id))
)
except Exception as exc: # noqa: BLE001 - 配置覆盖失败必须降级,不能阻断对话
logger.warning("加载 per-user 记忆配置覆盖失败,退回 config.yaml: %s", exc)
return _memory_config
merged = _deep_merge(_deep_merge(base, global_overrides), user_overrides)
try:
return MemoryConfig(**merged)
except Exception as exc: # noqa: BLE001 - 覆盖产生非法配置时降级 except Exception as exc: # noqa: BLE001 - 覆盖产生非法配置时降级
logger.warning("合并后的记忆配置非法,退回 config.yaml: %s", exc) logger.warning("合并后的记忆配置非法,退回 config.yaml: %s", exc)
return _memory_config return _memory_config
def save_user_memory_override(user_id: str, patch: dict[str, Any]) -> dict[str, Any]: # ===========================================================================
"""把白名单字段写入某用户的 per-user 覆盖文件,返回写入后的完整覆盖 dict。 # Gateway 调用的异步 DB 对接函数
# ===========================================================================
async def save_user_memory_override_db(user_id: str, patch: dict[str, Any], store: Any) -> dict[str, Any]:
"""把白名单字段写入 DB store 并更新 cache,返回生效配置 dict。
``patch`` 支持嵌套或点号扁平形式;非白名单字段被忽略。 ``patch`` 支持嵌套或点号扁平形式;非白名单字段被忽略。
``store`` 为 ``UserMemoryConfigStore`` 实例 (避免循环 import,用 Any)。
""" """
from deerflow.config.paths import get_paths
path = get_paths().user_memory_config_file(user_id)
current = _load_json_file(path)
filtered = _filter_to_whitelist(patch) filtered = _filter_to_whitelist(patch)
merged = _deep_merge(current, filtered) recall_budget = (filtered.get("hindsight") or {}).get("recall_budget")
if recall_budget is not None:
path.parent.mkdir(parents=True, exist_ok=True) if recall_budget not in _VALID_RECALL_BUDGETS:
path.write_text(json.dumps(merged, ensure_ascii=False, indent=2), encoding="utf-8") raise ValueError(f"recall_budget 必须为 {sorted(_VALID_RECALL_BUDGETS)} 之一,收到:{recall_budget!r}")
return merged await store.set_recall_budget(user_id, recall_budget)
set_recall_budget_cache(user_id, recall_budget)
return get_effective_memory_config(user_id).model_dump()
def delete_user_memory_override(user_id: str, field: str | None = None) -> dict[str, Any]: async def delete_user_memory_override_db(user_id: str, field: str | None, store: Any) -> dict[str, Any]:
"""撤销某用户的 per-user 覆盖。 """撤销某用户的 per-user 覆盖并更新 cache,返回生效配置 dict。
``field`` 为点号路径 (如 ``injection.enabled``) 时只删该字段; ``field=None`` 清空全部;``field="hindsight.recall_budget"`` 只清该字段。
为 ``None`` 时清空整个 per-user 覆盖文件。返回剩余的覆盖 dict。
""" """
from deerflow.config.paths import get_paths if field is None or field == "hindsight.recall_budget":
await store.delete(user_id)
path = get_paths().user_memory_config_file(user_id) delete_recall_budget_cache(user_id)
if field is None:
if path.exists():
path.unlink()
return {}
current = _load_json_file(path)
if "." in field:
section, sub_field = field.split(".", 1)
if isinstance(current.get(section), dict):
current[section].pop(sub_field, None)
if not current[section]:
current.pop(section, None)
else: else:
current.pop(field, None) logger.warning("忽略删除非白名单的记忆配置覆盖字段: %s", field)
return get_effective_memory_config(user_id).model_dump()
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text(json.dumps(current, ensure_ascii=False, indent=2), encoding="utf-8")
return current
__all__ = [ __all__ = [
@@ -312,6 +298,10 @@ __all__ = [
"set_memory_config", "set_memory_config",
"load_memory_config_from_dict", "load_memory_config_from_dict",
"get_effective_memory_config", "get_effective_memory_config",
"save_user_memory_override", "load_recall_budget_cache",
"delete_user_memory_override", "set_recall_budget_cache",
"delete_recall_budget_cache",
"get_recall_budget_from_cache",
"save_user_memory_override_db",
"delete_user_memory_override_db",
] ]
@@ -0,0 +1,23 @@
"""Per-user memory configuration override persistence."""
from __future__ import annotations
from deerflow.persistence.memory_config.base import UserMemoryConfigStore
from deerflow.persistence.memory_config.memory import MemoryUserMemoryConfigStore
from deerflow.persistence.memory_config.model import UserMemoryConfigRow
from deerflow.persistence.memory_config.sql import SqlUserMemoryConfigRepository
def make_user_memory_config_store(session_factory) -> UserMemoryConfigStore:
if session_factory is None:
return MemoryUserMemoryConfigStore()
return SqlUserMemoryConfigRepository(session_factory)
__all__ = [
"UserMemoryConfigStore",
"UserMemoryConfigRow",
"MemoryUserMemoryConfigStore",
"SqlUserMemoryConfigRepository",
"make_user_memory_config_store",
]
@@ -0,0 +1,32 @@
"""Abstract persistence API for per-user memory config overrides."""
from __future__ import annotations
from abc import ABC, abstractmethod
class UserMemoryConfigStore(ABC):
@abstractmethod
async def get_recall_budget(self, user_id: str) -> str | None:
"""Return the user's recall_budget override, or None if not set."""
raise NotImplementedError
@abstractmethod
async def set_recall_budget(self, user_id: str, value: str) -> None:
"""Upsert the user's recall_budget override."""
raise NotImplementedError
@abstractmethod
async def delete(self, user_id: str) -> None:
"""Remove all per-user overrides for the given user."""
raise NotImplementedError
@abstractmethod
async def load_all(self) -> dict[str, str]:
"""Bulk-load all user recall_budget overrides.
Returns {user_id: recall_budget} for all rows where recall_budget IS NOT NULL.
Called once at startup to warm the in-memory cache.
"""
raise NotImplementedError
@@ -0,0 +1,23 @@
"""In-memory user memory config store (used when database.backend=memory)."""
from __future__ import annotations
from deerflow.persistence.memory_config.base import UserMemoryConfigStore
class MemoryUserMemoryConfigStore(UserMemoryConfigStore):
def __init__(self) -> None:
self._data: dict[str, str] = {}
async def get_recall_budget(self, user_id: str) -> str | None:
return self._data.get(user_id)
async def set_recall_budget(self, user_id: str, value: str) -> None:
self._data[user_id] = value
async def delete(self, user_id: str) -> None:
self._data.pop(user_id, None)
async def load_all(self) -> dict[str, str]:
return dict(self._data)
@@ -0,0 +1,29 @@
"""ORM model for per-user memory configuration overrides."""
from __future__ import annotations
from datetime import UTC, datetime
from sqlalchemy import String
from sqlalchemy.orm import Mapped, mapped_column
from deerflow.persistence.base import Base
from deerflow.persistence.types import BeijingDateTime
class UserMemoryConfigRow(Base):
__tablename__ = "user_memory_configs"
# One row per user; upserted on write.
user_id: Mapped[str] = mapped_column(String(64), primary_key=True)
# The only user-writable field. NULL means "use global default from config.yaml".
# Allowed values: "low" | "mid" | "high".
recall_budget: Mapped[str | None] = mapped_column(String(16), nullable=True)
updated_at: Mapped[datetime] = mapped_column(
BeijingDateTime(),
nullable=False,
default=lambda: datetime.now(UTC),
onupdate=lambda: datetime.now(UTC),
)
@@ -0,0 +1,50 @@
"""SQLAlchemy-backed user memory config repository."""
from __future__ import annotations
from datetime import UTC, datetime
from sqlalchemy import select
from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker
from deerflow.persistence.memory_config.base import UserMemoryConfigStore
from deerflow.persistence.memory_config.model import UserMemoryConfigRow
class SqlUserMemoryConfigRepository(UserMemoryConfigStore):
def __init__(self, session_factory: async_sessionmaker[AsyncSession]) -> None:
self._sf = session_factory
async def get_recall_budget(self, user_id: str) -> str | None:
async with self._sf() as session:
row = await session.get(UserMemoryConfigRow, user_id)
return row.recall_budget if row is not None else None
async def set_recall_budget(self, user_id: str, value: str) -> None:
async with self._sf() as session:
row = await session.get(UserMemoryConfigRow, user_id)
if row is None:
row = UserMemoryConfigRow(
user_id=user_id,
recall_budget=value,
updated_at=datetime.now(UTC),
)
session.add(row)
else:
row.recall_budget = value
row.updated_at = datetime.now(UTC)
await session.commit()
async def delete(self, user_id: str) -> None:
async with self._sf() as session:
row = await session.get(UserMemoryConfigRow, user_id)
if row is not None:
await session.delete(row)
await session.commit()
async def load_all(self) -> dict[str, str]:
stmt = select(UserMemoryConfigRow).where(UserMemoryConfigRow.recall_budget.is_not(None))
async with self._sf() as session:
result = await session.execute(stmt)
return {row.user_id: row.recall_budget for row in result.scalars() if row.recall_budget is not None}
@@ -0,0 +1,44 @@
"""Create user_memory_configs table.
Replaces the per-user file-based memory config override
({base_dir}/users/{user_id}/memory_config.json) with a DB row.
Stores only hindsight.recall_budget — the single user-writable field
after the memory config simplification.
Revision ID: 20260521_01
Revises: 20260519_02
Create Date: 2026-05-21
"""
from __future__ import annotations
import sqlalchemy as sa
from alembic import op
from sqlalchemy import inspect
revision = "20260521_01"
down_revision = "20260519_02"
branch_labels = None
depends_on = None
def _has_table(table_name: str) -> bool:
inspector = inspect(op.get_bind())
return table_name in inspector.get_table_names()
def upgrade() -> None:
if _has_table("user_memory_configs"):
return
op.create_table(
"user_memory_configs",
sa.Column("user_id", sa.String(64), primary_key=True),
sa.Column("recall_budget", sa.String(16), nullable=True),
sa.Column("updated_at", sa.DateTime(timezone=True), nullable=False),
)
def downgrade() -> None:
if _has_table("user_memory_configs"):
op.drop_table("user_memory_configs")
@@ -16,6 +16,7 @@ there is no matching entity directory.
""" """
from deerflow.persistence.agents.model import AgentRow from deerflow.persistence.agents.model import AgentRow
from deerflow.persistence.memory_config.model import UserMemoryConfigRow
from deerflow.persistence.feedback.model import FeedbackRow from deerflow.persistence.feedback.model import FeedbackRow
from deerflow.persistence.llm_metrics.model import LlmCallMetricRow from deerflow.persistence.llm_metrics.model import LlmCallMetricRow
from deerflow.persistence.models.run_event import RunEventRow from deerflow.persistence.models.run_event import RunEventRow
@@ -55,5 +56,6 @@ __all__ = [
"ThreadMetaRow", "ThreadMetaRow",
"ThreadShareRow", "ThreadShareRow",
"ToolCallMetricRow", "ToolCallMetricRow",
"UserMemoryConfigRow",
"UserRow", "UserRow",
] ]